Antoine Guillot - Manager Data Science

Antoine Guillot

Manager Data Science

Paris, Ile-de-France

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Summary

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Senior

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Top School

Antoine Guillot is a Manager Data Science based in Paris with nine years of experience bridging actuarial rigor and modern data science to deliver measurable impact across (re)insurance, banking, energy and real estate. A former actuary, he designs and implements data-driven pricing, reserving and credit-scoring solutions while leading data strategy and transformation programs that change people, tools and processes. He combines hands-on skills—web scraping, NLP for KYC, catastrophe and IFRS/solvency modelling—with project management, business development and team animation. At Sia Partners he helped launch Heka, an AI ecosystem scaling reusable accelerators and platforms across clients. Antoine’s background as a reserve army lieutenant underscores his operational discipline and leadership under pressure, which he applies to complex, regulated environments. He’s known for turning regulatory and actuarial constraints into pragmatic ML and analytics use cases that deliver commercial value.

9 years of coding experience

4 years of employment as a software developer

Baccalauréat S - Mention Très Bien, Baccalauréat S - Mention Très Bien at Lycée Cézanne

Formation Initiale de l'Officier de Réserve + Chef de Section PROTERRE, Formation Initiale de l'Officier de Réserve + Chef de Section PROTERRE at Ecole Spéciale Militaire de Saint-Cyr

Economiste - Statisticien, Actuariat - Data Science, Economiste - Statisticien, Actuariat - Data Science at Ecole nationale de la Statistique et de l'Administration économique

Classe Préparatoire aux Grandes Ecoles, MPSI - MP*, Option Informatique, Classe Préparatoire aux Grandes Ecoles, MPSI - MP*, Option Informatique at Lycée Champollion

French, English, Spanish

Github Skills (14)

open-datasets10

package9

cran9

d3js9

shinydashboard9

r-package9

shiny-apps9

shiny9

hierarchical-data8

transfer-learning8

data-visualization7

js7

datatable4

Programming languages (3)

RJavaScriptPython

Github contributions (5)

Dreem-Organization/dreem-learning-evaluation

Nov 2019 - Oct 2021

Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"

Contributions:3 commits, 1 PR, 7 pushes in 1 year 11 months

open-datasets

Dreem-Organization/RobustSleepNet

Apr 2021 - Aug 2021

Transfer learning for sleep stage detection

Contributions:2 commits, 2 pushes in 4 months

transfer-learning

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